efficientnet

There are 9 repositories under efficientnet topic.

huggingface / pytorch-image-models
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
augmix convnext distributed-training efficientnet image-classification imagenet maxvit mixnet mobile-deep-learning mobilenet-v2 mobilenetv3 nfnets normalization-free-training optimizer pretrained-models pretrained-weights pytorch randaugment resnet vision-transformer-models
Language:Python 35704
google / automl
Google Brain AutoML
automl efficientdet object-detection efficientnet efficientnetv2
Language:Jupyter Notebook 6417
RangiLyu / nanodet
NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
anchor-free android deep-learning deep-neural-networks efficientnet mnn model-zoo nanodet nanodet-plus ncnn object-detection openvino pytorch repvgg shufflenet
Language:Python 6093
zylo117 / Yet-Another-EfficientDet-Pytorch
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
efficientdet efficientnet pytorch object-detection detection bifpn
Language:Jupyter Notebook 5264
qubvel / segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
unet fpn segmentation keras pretrained pre-trained image-segmentation linknet pspnet tensorflow segmentation-models resnet resnext efficientnet densenet keras-tensorflow keras-models tensorflow-keras keras-examples mobilenet
Language:Python 4890
qubvel / efficientnet
Implementation of EfficientNet model. Keras and TensorFlow Keras.
classification deep-learning efficient efficientnet image-classification imagenet mobilenet nasnetmobile pretrained-models
Language:Python 2098
rwightman / efficientdet-pytorch
A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
efficientdet efficientnet object-detection pytorch semantic-segmentation
Language:Python 1642
rwightman / gen-efficientnet-pytorch
Pretrained EfficientNet, EfficientNet-Lite, MixNet, MobileNetV3 / V2, MNASNet A1 and B1, FBNet, Single-Path NAS
mobilenetv3 mnasnet fbnet pytorch pretrained-models onnx caffe2 efficientnet
Language:Python 1582
toandaominh1997 / EfficientDet.Pytorch
Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch
coco computer-vision demo detection efficientdet-d0 efficientnet focalloss multibox nms object-detection pascal-voc pytorch
Language:Python 1446
bumble-tech / private-detector
Bumble's Private Detector - a pretrained model for detecting lewd images
bumble efficientnet image-classification tensorflow
Language:Python 1338
taehoonlee / tensornets
High level network definitions with pre-trained weights in TensorFlow
tensorflow model zoo deep-learning object-detection yolo yolov2 yolov3 faster-rcnn resnet inception nasnet pnasnet vgg densenet mobilenet mobilenetv2 mobilenetv3 efficientnet squeezenet
Language:Python 1002
szq0214 / MEAL-V2
MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.
distillation imagenet compression-algorithm mobilenetv3 efficientnet pre-trained resnet50 imagenet-dataset meal model-architecture pytorch distillation-model
Language:Python 695
signatrix / efficientdet
(Pretrained weights provided) EfficientDet: Scalable and Efficient Object Detection implementation by Signatrix GmbH
efficientdet object-detection pytorch deep-learning neural-network efficientnet coco-dataset
Language:Python 614
calmiLovesAI / Basic_CNNs_TensorFlow2
A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).
tensorflow2 image-classification image-recognition tensorflow mobilenet-v1 mobilenet-v2 mobilenet-v3 efficientnet resnext inception-v4 inception-resnet-v2 senet seresnet squeezenet densenet shufflenet-v2 resnet regnet
Language:Python 535
gmalivenko / awesome-computer-vision-models
A list of popular deep learning models related to classification, segmentation and detection problems
awesome-list machine-learning machine-learning-algorithms machine-learning-models computer-vision computer-vision-algorithms semantic-segmentation image-classification object-detection deep-learning awesome awesome-lists resnet densenet nasnet diracnet mixnet efficientnet proxylessnas sknet
531
d-li14 / efficientnetv2.pytorch
PyTorch implementation of EfficientNetV2 family
pytorch-implementation efficientnet efficientnetv2 imagenet icml2021
Language:Python 479
cavalleria / cavaface
face recognition training project(pytorch)
face-recognition pytorch network loss arcnegface arcface resnest attention-irse apex randaugment mixup dataparallel model-parallel resnet-irse curricularface cosface amsoftmax circleloss ghostnet efficientnet
Language:Python 478
fastseg
ekzhang / fastseg
📸 PyTorch implementation of MobileNetV3 for real-time semantic segmentation, with pretrained weights & state-of-the-art performance
computer-vision semantic-segmentation mobilenetv3 efficientnet deep-learning cityscapes kitti-dataset mapillary-vistas-dataset edge-computing pytorch aspp deeplabv3
Language:Python 360
lannguyen0910 / food-recognition
🍔🍟🍗 Food analysis baseline with Theseus. Integrate object detection, image classification and multi-class semantic segmentation 🍞🍖🍕
object-detection yolov5 pytorch food-detection efficientnet computer-vision deep-learning semantic-segmentation image-classification unetplusplus food-classification food-segmentation food-analysis yolov8
Language:Python 356
zsef123 / EfficientNets-PyTorch
A PyTorch implementation of " EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks."
pytorch efficientnet deep-learning
Language:Python 313
fsx950223 / mobilenetv2-yolov3
yolov3 with mobilenetv2 and efficientnet
mobilenetv2 yolov3 darknet53 tensorflow keras efficientnet tf2
Language:Python 294
MachineLP / PyTorch_image_classifier
Image classification: efficientnet/resnest/seresnext/.....
efficientnet image-classification resnest seresnext
Language:Python 265
node-efficientnet
ntedgi / node-efficientnet
tensorflowJS implementation of EfficientNet 🚀
tensorflow tfjs efficientnet image-recognition efficientnet-model imagenet deep-learning classification image-classification mobilenet pretrained-models hacktoberfest
Language:TypeScript 262
leondgarse / Keras_insightface
Insightface Keras implementation
arcface curricularface distillation efficientnet ghostnet insightface keras magface subcenter-arcface tensorflow tensorflow2 tf triplet vargface
Language:Python 258
davide-coccomini / Combining-EfficientNet-and-Vision-Transformers-for-Video-Deepfake-Detection
Code for Video Deepfake Detection model from "Combining EfficientNet and Vision Transformers for Video Deepfake Detection" presented at ICIAP 2021.
deepfake-detection deepfakes dfdc deepfakes-classification faceforensics deep-learning vision-transformer convolutional-neural-networks pytorch efficientnet deepfake-detection-challenge deepfake-videos
Language:Jupyter Notebook 257
linksense / LightNetPlusPlus
LightNet++: Boosted Light-weighted Networks for Real-time Semantic Segmentation
mobilenetv2 mobilenetv2plus shufflenetv2 shufflenetv2plus aspp deeplab-v3-plus unsharp-masking inplaceabn deepdrive cityscapes pytorch apex semantic-segmentation attention-mechanism dense-aspp lightnet light-weighted-network mixnet bifpn efficientnet
Language:Python 245
sxhxliang / detectron2_backbone
detectron2 backbone: resnet18, efficientnet, hrnet, mobilenet v2, resnest, bifpn
detectron2 backbone resnet18 efficientnet hrnet pytorch
Language:Python 220
chou141253 / FGVC-PIM
Pytorch implementation for "A Novel Plug-in Module for Fine-Grained Visual Classification". fine-grained visual classification task.
fine-grained-visual-categorization fgvc swin-transformer efficientnet resnet vision-transformer
Language:Python 209
sml2h3 / captcha_trainer_pytorch
基于MobileNetV2/EfficientNet-b0/... + LSTM + CTC的不定长图像识别训练pytorch框架
pytorch efficientnet mobilenetv2 classfication
Language:Python 203
xmuyzz / 3D-CNN-PyTorch
PyTorch implementation for 3D CNN models for medical image data (1 channel gray scale images).
3dcnn densenet efficientnet mobilenet preactresnet pytorch-implementation resnet resnext shufflenet squzzenet wideresnet c3dnet mobilenetv2 shufflenetv2 resnextv2
Language:Python 191
image_classifier
gsurma / image_classifier
CNN image classifier implemented in Keras Notebook 🖼️.
ai artificial-intelligence cnn cnn-classification cnn-keras colaboratory convolutional-neural-networks efficientnet efficientnet-keras google-colab image-classification image-recognition keras machine-learning ml notebook python transfer-learning
Language:Jupyter Notebook 185
zhoudaxia233 / EfficientUnet-PyTorch
A PyTorch 1.0 Implementation of Unet with EfficientNet as encoder
unet unet-pytorch image-segmentation efficientnet efficientunet
Language:Python 163
rom1504 / image_embeddings
Using efficientnet to provide embeddings for retrieval
computer-vision efficientnet embeddings recommendation-system representation-learning retrieval
Language:Jupyter Notebook 159
xiaomi-automl / SCARLET-NAS
Bridging the gap Between Stability and Scalability in Neural Architecture Search
image-classification neural-architecture-search efficientnet
Language:Python 142
rwightman / efficientnet-jax
EfficientNet, MobileNetV3, MobileNetV2, MixNet, etc in JAX w/ Flax Linen and Objax
jax objax flax efficientnet mobilenetv3 mobilenetv2 mixnet tpu flax-linen
Language:Python 128
yang-ruixin / PyTorch-Image-Models-Multi-Label-Classification
Multi-label classification based on timm.
multi-label multi-label-classification pytorch pretrained-models pretrained-weights transfer-learning gradient-centralization densenet efficientnet hrnet mixnet mnasnet mobilenetv3 regnet resnet multi-task timm multi-task-learning vision-transformer-models imagenet-classifier
Language:Jupyter Notebook 127

efficientnet

huggingface / pytorch-image-models

google / automl

RangiLyu / nanodet

zylo117 / Yet-Another-EfficientDet-Pytorch

qubvel / segmentation_models

qubvel / efficientnet

rwightman / efficientdet-pytorch

rwightman / gen-efficientnet-pytorch

toandaominh1997 / EfficientDet.Pytorch

bumble-tech / private-detector

taehoonlee / tensornets

szq0214 / MEAL-V2

signatrix / efficientdet

calmiLovesAI / Basic_CNNs_TensorFlow2

gmalivenko / awesome-computer-vision-models

d-li14 / efficientnetv2.pytorch

cavalleria / cavaface

ekzhang / fastseg

lannguyen0910 / food-recognition

zsef123 / EfficientNets-PyTorch

fsx950223 / mobilenetv2-yolov3

MachineLP / PyTorch_image_classifier

ntedgi / node-efficientnet

leondgarse / Keras_insightface

davide-coccomini / Combining-EfficientNet-and-Vision-Transformers-for-Video-Deepfake-Detection

linksense / LightNetPlusPlus

sxhxliang / detectron2_backbone

chou141253 / FGVC-PIM

sml2h3 / captcha_trainer_pytorch

xmuyzz / 3D-CNN-PyTorch

gsurma / image_classifier

zhoudaxia233 / EfficientUnet-PyTorch

rom1504 / image_embeddings

xiaomi-automl / SCARLET-NAS

rwightman / efficientnet-jax

yang-ruixin / PyTorch-Image-Models-Multi-Label-Classification